Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 124520 |
| Missing cells | 21016 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.9 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 15 |
ZONIER has a high cardinality: 82 distinct values | High cardinality |
NB_PIECES is highly correlated with VALEUR_DES_BIENS | High correlation |
VALEUR_DES_BIENS is highly correlated with NB_PIECES | High correlation |
NB is highly correlated with COUT and 1 other fields | High correlation |
COUT is highly correlated with NB and 2 other fields | High correlation |
PurePremium is highly correlated with COUT and 2 other fields | High correlation |
Frequency is highly correlated with NB and 1 other fields | High correlation |
AvgClaimAmount is highly correlated with COUT and 1 other fields | High correlation |
NB_PIECES is highly correlated with VALEUR_DES_BIENS | High correlation |
VALEUR_DES_BIENS is highly correlated with NB_PIECES | High correlation |
NB is highly correlated with COUT and 3 other fields | High correlation |
COUT is highly correlated with NB and 3 other fields | High correlation |
PurePremium is highly correlated with NB and 3 other fields | High correlation |
Frequency is highly correlated with NB and 3 other fields | High correlation |
AvgClaimAmount is highly correlated with NB and 3 other fields | High correlation |
NB_PIECES is highly correlated with VALEUR_DES_BIENS | High correlation |
VALEUR_DES_BIENS is highly correlated with NB_PIECES | High correlation |
NB is highly correlated with COUT and 3 other fields | High correlation |
COUT is highly correlated with NB and 3 other fields | High correlation |
PurePremium is highly correlated with NB and 3 other fields | High correlation |
Frequency is highly correlated with NB and 3 other fields | High correlation |
AvgClaimAmount is highly correlated with NB and 3 other fields | High correlation |
OBJETS_DE_VALEUR is highly correlated with VALEUR_DES_BIENS | High correlation |
Frequency is highly correlated with PurePremium | High correlation |
VALEUR_DES_BIENS is highly correlated with OBJETS_DE_VALEUR and 1 other fields | High correlation |
NBSIN_TYPE1_AN1 is highly correlated with NBSIN_TYPE2_AN1 | High correlation |
COUT is highly correlated with AvgClaimAmount and 1 other fields | High correlation |
TYPE_HABITATION is highly correlated with ZONIER and 1 other fields | High correlation |
ZONIER is highly correlated with TYPE_HABITATION | High correlation |
AvgClaimAmount is highly correlated with COUT and 1 other fields | High correlation |
SITUATION_JURIDIQUE is highly correlated with VALEUR_DES_BIENS and 1 other fields | High correlation |
NBSIN_TYPE1_AN3 is highly correlated with NBSIN_TYPE2_AN3 | High correlation |
NBSIN_TYPE2_AN1 is highly correlated with NBSIN_TYPE1_AN1 | High correlation |
PurePremium is highly correlated with Frequency and 2 other fields | High correlation |
NBSIN_TYPE2_AN3 is highly correlated with NBSIN_TYPE1_AN3 | High correlation |
TYPE_HABITATION is highly correlated with ZONIER and 1 other fields | High correlation |
ZONIER is highly correlated with TYPE_HABITATION | High correlation |
NB_PIECES is highly correlated with TYPE_HABITATION | High correlation |
NB_PIECES has 7458 (6.0%) missing values | Missing |
NBSIN_TYPE2_AN2 has 13558 (10.9%) missing values | Missing |
COUT is highly skewed (γ1 = 32.70976088) | Skewed |
PurePremium is highly skewed (γ1 = 138.335193) | Skewed |
Frequency is highly skewed (γ1 = 83.65521992) | Skewed |
AvgClaimAmount is highly skewed (γ1 = 33.53925473) | Skewed |
id has unique values | Unique |
VALEUR_DES_BIENS has 6662 (5.4%) zeros | Zeros |
COUT has 122356 (98.3%) zeros | Zeros |
PurePremium has 122356 (98.3%) zeros | Zeros |
Frequency has 122356 (98.3%) zeros | Zeros |
AvgClaimAmount has 122356 (98.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-07 19:29:08.793782 |
|---|---|
| Analysis finished | 2021-06-07 19:29:31.032663 |
| Duration | 22.24 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
EXPO
Real number (ℝ≥0)
| Distinct | 2053 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8375858269 |
| Minimum | 0.0027322397 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.0027322397 |
|---|---|
| 5-th percentile | 0.125683032 |
| Q1 | 0.8164381944 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.9972677603 |
| Interquartile range (IQR) | 0.1835618056 |
Descriptive statistics
| Standard deviation | 0.29670772 |
|---|---|
| Coefficient of variation (CV) | 0.354241572 |
| Kurtosis | 1.004256347 |
| Mean | 0.8375858269 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.587807105 |
| Sum | 104296.1872 |
| Variance | 0.08803547112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 88070 | |
| 0.0027397256 | 453 | 0.4% |
| 0.334246397 | 303 | 0.2% |
| 0.0027322397 | 261 | 0.2% |
| 0.0849314928 | 209 | 0.2% |
| 0.419178009 | 190 | 0.2% |
| 0.5041093826 | 169 | 0.1% |
| 0.2486338243 | 156 | 0.1% |
| 0.3333332539 | 154 | 0.1% |
| 0.243835507 | 143 | 0.1% |
| Other values (2043) | 34412 | 27.6% |
| Value | Count | Frequency (%) |
| 0.0027322397 | 261 | |
| 0.0027397256 | 453 | |
| 0.0054644793 | 28 | < 0.1% |
| 0.0054794513 | 65 | 0.1% |
| 0.008196719 | 42 | < 0.1% |
| 0.008219175 | 65 | 0.1% |
| 0.0082191769 | 28 | < 0.1% |
| 0.0109289587 | 59 | < 0.1% |
| 0.0109589007 | 21 | < 0.1% |
| 0.0109589025 | 67 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 88070 | |
| 0.9999999851 | 3 | < 0.1% |
| 0.9999999702 | 2 | < 0.1% |
| 0.9999999627 | 39 | < 0.1% |
| 0.9999999404 | 2 | < 0.1% |
| 0.9999999329 | 4 | < 0.1% |
| 0.9999999106 | 2 | < 0.1% |
| 0.9999998882 | 1 | < 0.1% |
| 0.9999998808 | 23 | < 0.1% |
| 0.9999998659 | 1 | < 0.1% |
FORMULE
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| CONFORT | |
|---|---|
| MEDIUM | |
| ESSENTIEL | |
| ALL_INCLUDE | 5383 |
Length
| Max length | 11 |
|---|---|
| Median length | 7 |
| Mean length | 7.209171217 |
| Min length | 6 |
Characters and Unicode
| Total characters | 897686 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MEDIUM |
|---|---|
| 2nd row | CONFORT |
| 3rd row | ESSENTIEL |
| 4th row | ESSENTIEL |
| 5th row | ESSENTIEL |
Common Values
| Value | Count | Frequency (%) |
| CONFORT | 70125 | |
| MEDIUM | 31170 | |
| ESSENTIEL | 17842 | 14.3% |
| ALL_INCLUDE | 5383 | 4.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| confort | 70125 | |
| medium | 31170 | |
| essentiel | 17842 | 14.3% |
| all_include | 5383 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (5) | 116994 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 892303 | |
| Connector Punctuation | 5383 | 0.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (4) | 111611 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 5383 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 892303 | |
| Common | 5383 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (4) | 111611 |
Common
| Value | Count | Frequency (%) |
| _ | 5383 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 897686 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 140250 | |
| N | 93350 | |
| E | 90079 | |
| T | 87967 | |
| C | 75508 | |
| F | 70125 | |
| R | 70125 | |
| M | 62340 | |
| I | 54395 | 6.1% |
| D | 36553 | 4.1% |
| Other values (5) | 116994 |
TYPE_RESIDENCE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| PRINCIPALE | |
|---|---|
| SECONDAIRE |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1245200 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PRINCIPALE |
|---|---|
| 2nd row | PRINCIPALE |
| 3rd row | PRINCIPALE |
| 4th row | SECONDAIRE |
| 5th row | PRINCIPALE |
Common Values
| Value | Count | Frequency (%) |
| PRINCIPALE | 104570 | |
| SECONDAIRE | 19950 | 16.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| principale | 104570 | |
| secondaire | 19950 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1245200 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1245200 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1245200 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 229090 | |
| P | 209140 | |
| E | 144470 | |
| R | 124520 | |
| N | 124520 | |
| C | 124520 | |
| A | 124520 | |
| L | 104570 | |
| S | 19950 | 1.6% |
| O | 19950 | 1.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| MAISON | |
|---|---|
| APPARTEMENT |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 8.287785095 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1031995 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | APPARTEMENT |
|---|---|
| 2nd row | MAISON |
| 3rd row | APPARTEMENT |
| 4th row | MAISON |
| 5th row | MAISON |
Common Values
| Value | Count | Frequency (%) |
| MAISON | 67545 | |
| APPARTEMENT | 56975 |
Length
Pie chart
| Value | Count | Frequency (%) |
| maison | 67545 | |
| appartement | 56975 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1031995 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1031995 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1031995 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 181495 | |
| M | 124520 | |
| N | 124520 | |
| P | 113950 | |
| T | 113950 | |
| E | 113950 | |
| I | 67545 | 6.5% |
| S | 67545 | 6.5% |
| O | 67545 | 6.5% |
| R | 56975 | 5.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7458 |
| Missing (%) | 6.0% |
| Memory size | 1.9 MiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 4.0 | |
| 0.0 | 2995 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 351186 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 48778 | |
| 1.0 | 32199 | |
| 3.0 | 25342 | |
| 4.0 | 7748 | 6.2% |
| 0.0 | 2995 | 2.4% |
| (Missing) | 7458 | 6.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 48778 | |
| 1.0 | 32199 | |
| 3.0 | 25342 | |
| 4.0 | 7748 | 6.6% |
| 0.0 | 2995 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| . | 117062 | |
| 2 | 48778 | |
| 1 | 32199 | 9.2% |
| 3 | 25342 | 7.2% |
| 4 | 7748 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 234124 | |
| Other Punctuation | 117062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| 2 | 48778 | |
| 1 | 32199 | 13.8% |
| 3 | 25342 | 10.8% |
| 4 | 7748 | 3.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 117062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 351186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| . | 117062 | |
| 2 | 48778 | |
| 1 | 32199 | 9.2% |
| 3 | 25342 | 7.2% |
| 4 | 7748 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 351186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 120057 | |
| . | 117062 | |
| 2 | 48778 | |
| 1 | 32199 | 9.2% |
| 3 | 25342 | 7.2% |
| 4 | 7748 | 2.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| LOCATAIRE | |
|---|---|
| PROPRIO |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.111451976 |
| Min length | 7 |
Characters and Unicode
| Total characters | 1010038 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PROPRIO |
|---|---|
| 2nd row | PROPRIO |
| 3rd row | LOCATAIRE |
| 4th row | LOCATAIRE |
| 5th row | LOCATAIRE |
Common Values
| Value | Count | Frequency (%) |
| LOCATAIRE | 69199 | |
| PROPRIO | 55321 |
Length
Pie chart
| Value | Count | Frequency (%) |
| locataire | 69199 | |
| proprio | 55321 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1010038 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1010038 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1010038 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 179841 | |
| O | 179841 | |
| A | 138398 | |
| I | 124520 | |
| P | 110642 | |
| L | 69199 | 6.9% |
| C | 69199 | 6.9% |
| T | 69199 | 6.9% |
| E | 69199 | 6.9% |
NIVEAU_JURIDIQUE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| JUR1 | |
|---|---|
| JUR2 | 1679 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 498080 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JUR1 |
|---|---|
| 2nd row | JUR1 |
| 3rd row | JUR1 |
| 4th row | JUR1 |
| 5th row | JUR1 |
Common Values
| Value | Count | Frequency (%) |
| JUR1 | 122841 | |
| JUR2 | 1679 | 1.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| jur1 | 122841 | |
| jur2 | 1679 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 | |
| 1 | 122841 | |
| 2 | 1679 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 373560 | |
| Decimal Number | 124520 | 25.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 122841 | |
| 2 | 1679 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 373560 | |
| Common | 124520 | 25.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 |
Common
| Value | Count | Frequency (%) |
| 1 | 122841 | |
| 2 | 1679 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 498080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| J | 124520 | |
| U | 124520 | |
| R | 124520 | |
| 1 | 122841 | |
| 2 | 1679 | 0.3% |
VALEUR_DES_BIENS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16636.54031 |
| Minimum | 0 |
|---|---|
| Maximum | 100000 |
| Zeros | 6662 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3500 |
| median | 9000 |
| Q3 | 20000 |
| 95-th percentile | 50000 |
| Maximum | 100000 |
| Range | 100000 |
| Interquartile range (IQR) | 16500 |
Descriptive statistics
| Standard deviation | 19532.91988 |
|---|---|
| Coefficient of variation (CV) | 1.174097469 |
| Kurtosis | 4.291640411 |
| Mean | 16636.54031 |
| Median Absolute Deviation (MAD) | 5500 |
| Skewness | 2.084460644 |
| Sum | 2071582000 |
| Variance | 381534958.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3500 | 41548 | |
| 9000 | 27741 | |
| 20000 | 26993 | |
| 35000 | 9189 | 7.4% |
| 0 | 6662 | 5.4% |
| 50000 | 6370 | 5.1% |
| 80000 | 5259 | 4.2% |
| 100000 | 758 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 6662 | 5.4% |
| 3500 | 41548 | |
| 9000 | 27741 | |
| 20000 | 26993 | |
| 35000 | 9189 | 7.4% |
| 50000 | 6370 | 5.1% |
| 80000 | 5259 | 4.2% |
| 100000 | 758 | 0.6% |
| Value | Count | Frequency (%) |
| 100000 | 758 | 0.6% |
| 80000 | 5259 | 4.2% |
| 50000 | 6370 | 5.1% |
| 35000 | 9189 | 7.4% |
| 20000 | 26993 | |
| 9000 | 27741 | |
| 3500 | 41548 | |
| 0 | 6662 | 5.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| NIVEAU_1 | |
|---|---|
| NIVEAU_2 | 7737 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 996160 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NIVEAU_1 |
|---|---|
| 2nd row | NIVEAU_1 |
| 3rd row | NIVEAU_1 |
| 4th row | NIVEAU_1 |
| 5th row | NIVEAU_1 |
Common Values
| Value | Count | Frequency (%) |
| NIVEAU_1 | 116783 | |
| NIVEAU_2 | 7737 | 6.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| niveau_1 | 116783 | |
| niveau_2 | 7737 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 | |
| _ | 124520 | |
| 1 | 116783 | |
| 2 | 7737 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 747120 | |
| Connector Punctuation | 124520 | 12.5% |
| Decimal Number | 124520 | 12.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 116783 | |
| 2 | 7737 | 6.2% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 124520 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 747120 | |
| Common | 249040 | 25.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 |
Common
| Value | Count | Frequency (%) |
| _ | 124520 | |
| 1 | 116783 | |
| 2 | 7737 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 996160 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 124520 | |
| I | 124520 | |
| V | 124520 | |
| E | 124520 | |
| A | 124520 | |
| U | 124520 | |
| _ | 124520 | |
| 1 | 116783 | |
| 2 | 7737 | 0.8% |
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| C20 | |
|---|---|
| C9 | 7716 |
| B32 | 5628 |
| C5 | 5491 |
| C23 | 4958 |
| Other values (77) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.619707677 |
| Min length | 2 |
Characters and Unicode
| Total characters | 326206 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B40 |
|---|---|
| 2nd row | A11 |
| 3rd row | B32 |
| 4th row | C24 |
| 5th row | C9 |
Common Values
| Value | Count | Frequency (%) |
| C20 | 11657 | 9.4% |
| C9 | 7716 | 6.2% |
| B32 | 5628 | 4.5% |
| C5 | 5491 | 4.4% |
| C23 | 4958 | 4.0% |
| C2 | 4862 | 3.9% |
| B43 | 4845 | 3.9% |
| B40 | 4623 | 3.7% |
| C8 | 4358 | 3.5% |
| C6 | 4174 | 3.4% |
| Other values (72) | 66208 |
Length
| Value | Count | Frequency (%) |
| c20 | 11657 | 9.4% |
| c9 | 7716 | 6.2% |
| b32 | 5628 | 4.5% |
| c5 | 5491 | 4.4% |
| c23 | 4958 | 4.0% |
| c2 | 4862 | 3.9% |
| b43 | 4845 | 3.9% |
| b40 | 4623 | 3.7% |
| c8 | 4358 | 3.5% |
| c6 | 4174 | 3.4% |
| Other values (72) | 66208 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 69689 | |
| 2 | 48932 | |
| 1 | 41080 | |
| B | 37526 | |
| 3 | 26971 | 8.3% |
| 0 | 21142 | 6.5% |
| 9 | 20083 | 6.2% |
| A | 17305 | 5.3% |
| 4 | 17182 | 5.3% |
| 6 | 7563 | 2.3% |
| Other values (3) | 18733 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 201686 | |
| Uppercase Letter | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 48932 | |
| 1 | 41080 | |
| 3 | 26971 | |
| 0 | 21142 | |
| 9 | 20083 | |
| 4 | 17182 | 8.5% |
| 6 | 7563 | 3.7% |
| 5 | 7366 | 3.7% |
| 7 | 5906 | 2.9% |
| 8 | 5461 | 2.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 69689 | |
| B | 37526 | |
| A | 17305 | 13.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 201686 | |
| Latin | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 48932 | |
| 1 | 41080 | |
| 3 | 26971 | |
| 0 | 21142 | |
| 9 | 20083 | |
| 4 | 17182 | 8.5% |
| 6 | 7563 | 3.7% |
| 5 | 7366 | 3.7% |
| 7 | 5906 | 2.9% |
| 8 | 5461 | 2.7% |
Latin
| Value | Count | Frequency (%) |
| C | 69689 | |
| B | 37526 | |
| A | 17305 | 13.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 326206 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 69689 | |
| 2 | 48932 | |
| 1 | 41080 | |
| B | 37526 | |
| 3 | 26971 | 8.3% |
| 0 | 21142 | 6.5% |
| 9 | 20083 | 6.2% |
| A | 17305 | 5.3% |
| 4 | 17182 | 5.3% |
| 6 | 7563 | 2.3% |
| Other values (3) | 18733 | 5.7% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 7508 |
| 2 | 604 |
| 3 | 61 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 116347 | |
| 1 | 7508 | 6.0% |
| 2 | 604 | 0.5% |
| 3 | 61 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 5961 |
| 2 | 506 |
| 3 | 47 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 118006 | |
| 1 | 5961 | 4.8% |
| 2 | 506 | 0.4% |
| 3 | 47 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 2338 |
| 2 | 146 |
| 3 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 122024 | |
| 1 | 2338 | 1.9% |
| 2 | 146 | 0.1% |
| 3 | 12 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 13558 |
| Missing (%) | 10.9% |
| Memory size | 1.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 1657 |
| 2.0 | 93 |
| 3.0 | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 332886 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 109205 | |
| 1.0 | 1657 | 1.3% |
| 2.0 | 93 | 0.1% |
| 3.0 | 7 | < 0.1% |
| (Missing) | 13558 | 10.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 109205 | |
| 1.0 | 1657 | 1.5% |
| 2.0 | 93 | 0.1% |
| 3.0 | 7 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| . | 110962 | |
| 1 | 1657 | 0.5% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 221924 | |
| Other Punctuation | 110962 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| 1 | 1657 | 0.7% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 110962 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 332886 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| . | 110962 | |
| 1 | 1657 | 0.5% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 332886 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 220167 | |
| . | 110962 | |
| 1 | 1657 | 0.5% |
| 2 | 93 | < 0.1% |
| 3 | 7 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0 | |
|---|---|
| 1 | 1687 |
| 2 | 101 |
| 3 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 124520 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 124520 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 124520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 122727 | |
| 1 | 1687 | 1.4% |
| 2 | 101 | 0.1% |
| 3 | 5 | < 0.1% |
| Distinct | 124520 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200071.9023 |
| Minimum | 5 |
|---|---|
| Maximum | 400357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 19745.55 |
| Q1 | 99973.5 |
| median | 200222 |
| Q3 | 300233.5 |
| 95-th percentile | 380580.1 |
| Maximum | 400357 |
| Range | 400352 |
| Interquartile range (IQR) | 200260 |
Descriptive statistics
| Standard deviation | 115728.4772 |
|---|---|
| Coefficient of variation (CV) | 0.5784344319 |
| Kurtosis | -1.200387168 |
| Mean | 200071.9023 |
| Median Absolute Deviation (MAD) | 100113 |
| Skewness | 0.0001860442491 |
| Sum | 2.491295328 × 1010 |
| Variance | 1.339308043 × 1010 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2049 | 1 | < 0.1% |
| 146066 | 1 | < 0.1% |
| 29403 | 1 | < 0.1% |
| 371084 | 1 | < 0.1% |
| 287449 | 1 | < 0.1% |
| 27352 | 1 | < 0.1% |
| 329718 | 1 | < 0.1% |
| 2772 | 1 | < 0.1% |
| 13011 | 1 | < 0.1% |
| 277202 | 1 | < 0.1% |
| Other values (124510) | 124510 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 9 | 1 | |
| 11 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 28 | 1 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 400357 | 1 | |
| 400356 | 1 | |
| 400350 | 1 | |
| 400348 | 1 | |
| 400345 | 1 | |
| 400343 | 1 | |
| 400342 | 1 | |
| 400336 | 1 | |
| 400335 | 1 | |
| 400332 | 1 |
ANNEE
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 2016 | |
|---|---|
| 2017 | |
| 2018 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 498080 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017 |
|---|---|
| 2nd row | 2018 |
| 3rd row | 2017 |
| 4th row | 2018 |
| 5th row | 2017 |
Common Values
| Value | Count | Frequency (%) |
| 2016 | 43485 | |
| 2017 | 41624 | |
| 2018 | 39411 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2016 | 43485 | |
| 2017 | 41624 | |
| 2018 | 39411 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 498080 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 498080 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 498080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 124520 | |
| 0 | 124520 | |
| 1 | 124520 | |
| 6 | 43485 | 8.7% |
| 7 | 41624 | 8.4% |
| 8 | 39411 | 7.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 2098 |
| 2.0 | 65 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 373560 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 122356 | |
| 1.0 | 2098 | 1.7% |
| 2.0 | 65 | 0.1% |
| 3.0 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 122356 | |
| 1.0 | 2098 | 1.7% |
| 2.0 | 65 | 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| . | 124520 | |
| 1 | 2098 | 0.6% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 249040 | |
| Other Punctuation | 124520 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| 1 | 2098 | 0.8% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 124520 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 373560 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| . | 124520 | |
| 1 | 2098 | 0.6% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 373560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 246876 | |
| . | 124520 | |
| 1 | 2098 | 0.6% |
| 2 | 65 | < 0.1% |
| 3 | 1 | < 0.1% |
COUT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 1897 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.98666351 |
| Minimum | 0 |
|---|---|
| Maximum | 33089.12 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33089.12 |
| Range | 33089.12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 376.7359879 |
|---|---|
| Coefficient of variation (CV) | 15.07748275 |
| Kurtosis | 1608.681443 |
| Mean | 24.98666351 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.70976088 |
| Sum | 3111339.34 |
| Variance | 141930.0046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 24.52 | 49 | < 0.1% |
| 24.21 | 29 | < 0.1% |
| 24.35 | 16 | < 0.1% |
| 286.44 | 6 | < 0.1% |
| 235.35 | 6 | < 0.1% |
| 52.42 | 5 | < 0.1% |
| 91.96 | 5 | < 0.1% |
| 76.08 | 4 | < 0.1% |
| 692.59 | 4 | < 0.1% |
| Other values (1887) | 2040 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 5.07 | 1 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.35 | 1 | < 0.1% |
| 15.13 | 1 | < 0.1% |
| 15.22 | 2 | < 0.1% |
| 16.71 | 1 | < 0.1% |
| 20.05 | 1 | < 0.1% |
| 20.18 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 33089.12 | 1 | |
| 28743.2 | 1 | |
| 23472.51 | 1 | |
| 21466.47 | 1 | |
| 19999.82 | 1 | |
| 19868.26 | 1 | |
| 18795.56 | 1 | |
| 18358.72 | 1 | |
| 16703.33 | 1 | |
| 15116.45 | 1 |
PurePremium
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 1968 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.12322995 |
| Minimum | 0 |
|---|---|
| Maximum | 185244.9171 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 185244.9171 |
| Range | 185244.9171 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 749.479255 |
|---|---|
| Coefficient of variation (CV) | 23.33137907 |
| Kurtosis | 30850.66021 |
| Mean | 32.12322995 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 138.335193 |
| Sum | 3999984.594 |
| Variance | 561719.1537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 24.52 | 37 | < 0.1% |
| 24.21 | 22 | < 0.1% |
| 24.35 | 14 | < 0.1% |
| 286.44 | 5 | < 0.1% |
| 52.42 | 4 | < 0.1% |
| 105.92 | 4 | < 0.1% |
| 684.98 | 4 | < 0.1% |
| 695.16 | 4 | < 0.1% |
| 86.23 | 4 | < 0.1% |
| Other values (1958) | 2066 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 5.07 | 1 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.35 | 1 | < 0.1% |
| 15.13 | 1 | < 0.1% |
| 15.22 | 1 | < 0.1% |
| 16.71 | 1 | < 0.1% |
| 20.18 | 3 | < 0.1% |
| 20.20109126 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 185244.9171 | 1 | |
| 61212.98964 | 1 | |
| 53526.92013 | 1 | |
| 44106.91654 | 1 | |
| 33089.12 | 1 | |
| 31979.62462 | 1 | |
| 30427.13023 | 1 | |
| 29755.83356 | 1 | |
| 28027.42415 | 1 | |
| 27225.20619 | 1 |
Frequency
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 323 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02258020873 |
| Minimum | 0 |
|---|---|
| Maximum | 52.28574944 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52.28574944 |
| Range | 52.28574944 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2819514474 |
|---|---|
| Coefficient of variation (CV) | 12.48666258 |
| Kurtosis | 12466.67838 |
| Mean | 0.02258020873 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 83.65521992 |
| Sum | 2811.68759 |
| Variance | 0.07949661872 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 1 | 1697 | 1.4% |
| 2 | 54 | < 0.1% |
| 3.379630539 | 4 | < 0.1% |
| 1.144200872 | 4 | < 0.1% |
| 1.031073527 | 4 | < 0.1% |
| 1.057803751 | 4 | < 0.1% |
| 2.316456752 | 3 | < 0.1% |
| 1.185065304 | 3 | < 0.1% |
| 1.71028125 | 3 | < 0.1% |
| Other values (313) | 388 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 1 | 1697 | 1.4% |
| 1.000000015 | 1 | < 0.1% |
| 1.000000089 | 1 | < 0.1% |
| 1.000000181 | 3 | < 0.1% |
| 1.000000238 | 2 | < 0.1% |
| 1.002747434 | 2 | < 0.1% |
| 1.005494579 | 2 | < 0.1% |
| 1.005510006 | 2 | < 0.1% |
| 1.008264574 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.28574944 | 1 | |
| 33.27272839 | 1 | |
| 30.41667789 | 1 | |
| 17.38096107 | 1 | |
| 14.60000488 | 1 | |
| 14.03846576 | 1 | |
| 12.16666896 | 1 | |
| 11.7741955 | 1 | |
| 11.09091499 | 1 | |
| 10.76471152 | 1 |
AvgClaimAmount
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 1894 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.35936686 |
| Minimum | 0 |
|---|---|
| Maximum | 33089.12 |
| Zeros | 122356 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33089.12 |
| Range | 33089.12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 369.0591316 |
|---|---|
| Coefficient of variation (CV) | 15.15060443 |
| Kurtosis | 1705.598269 |
| Mean | 24.35936686 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 33.53925473 |
| Sum | 3033228.362 |
| Variance | 136204.6426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 24.52 | 50 | < 0.1% |
| 24.21 | 29 | < 0.1% |
| 24.35 | 17 | < 0.1% |
| 235.35 | 6 | < 0.1% |
| 286.44 | 6 | < 0.1% |
| 52.42 | 5 | < 0.1% |
| 91.96 | 5 | < 0.1% |
| 54.48 | 4 | < 0.1% |
| 692.59 | 4 | < 0.1% |
| Other values (1884) | 2038 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 122356 | |
| 5.07 | 1 | < 0.1% |
| 5.11 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 14.35 | 1 | < 0.1% |
| 15.13 | 1 | < 0.1% |
| 15.22 | 2 | < 0.1% |
| 16.71 | 1 | < 0.1% |
| 20.05 | 1 | < 0.1% |
| 20.18 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 33089.12 | 1 | |
| 28743.2 | 1 | |
| 23472.51 | 1 | |
| 21466.47 | 1 | |
| 19999.82 | 1 | |
| 19868.26 | 1 | |
| 18795.56 | 1 | |
| 18358.72 | 1 | |
| 16703.33 | 1 | |
| 15116.45 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| EXPO | FORMULE | TYPE_RESIDENCE | TYPE_HABITATION | NB_PIECES | SITUATION_JURIDIQUE | NIVEAU_JURIDIQUE | VALEUR_DES_BIENS | OBJETS_DE_VALEUR | ZONIER | NBSIN_TYPE1_AN1 | NBSIN_TYPE1_AN3 | NBSIN_TYPE2_AN1 | NBSIN_TYPE2_AN2 | NBSIN_TYPE2_AN3 | id | ANNEE | NB | COUT | PurePremium | Frequency | AvgClaimAmount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.000000 | MEDIUM | PRINCIPALE | APPARTEMENT | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | B40 | 0 | 0 | 0 | 0.0 | 0 | 5 | 2017 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 1 | 0.824657 | CONFORT | PRINCIPALE | MAISON | NaN | PROPRIO | JUR1 | 0.0 | NIVEAU_1 | A11 | 0 | 0 | 0 | 0.0 | 0 | 9 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 2 | 1.000000 | ESSENTIEL | PRINCIPALE | APPARTEMENT | 3.0 | LOCATAIRE | JUR1 | 35000.0 | NIVEAU_1 | B32 | 0 | 0 | 0 | 0.0 | 0 | 11 | 2017 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 3 | 1.000000 | ESSENTIEL | SECONDAIRE | MAISON | 2.0 | LOCATAIRE | JUR1 | 9000.0 | NIVEAU_1 | C24 | 0 | 0 | 0 | 0.0 | 0 | 13 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 4 | 1.000000 | ESSENTIEL | PRINCIPALE | MAISON | 1.0 | LOCATAIRE | JUR1 | 20000.0 | NIVEAU_1 | C9 | 0 | 0 | 0 | 0.0 | 0 | 14 | 2017 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 5 | 1.000000 | CONFORT | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 9000.0 | NIVEAU_1 | C20 | 0 | 0 | 0 | 0.0 | 0 | 15 | 2017 | 1.0 | 521.43 | 521.43 | 1.0 | 521.43 |
| 6 | 1.000000 | ESSENTIEL | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 20000.0 | NIVEAU_1 | C2 | 1 | 0 | 0 | 0.0 | 0 | 20 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 7 | 0.986301 | CONFORT | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 9000.0 | NIVEAU_1 | C8 | 0 | 0 | 0 | 0.0 | 0 | 21 | 2016 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 8 | 1.000000 | MEDIUM | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | A9 | 0 | 0 | 0 | 0.0 | 0 | 28 | 2018 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
| 9 | 1.000000 | CONFORT | SECONDAIRE | APPARTEMENT | 3.0 | LOCATAIRE | JUR1 | 0.0 | NIVEAU_1 | A7 | 0 | 0 | 0 | 0.0 | 0 | 30 | 2016 | 0.0 | 0.00 | 0.00 | 0.0 | 0.00 |
Last rows
| EXPO | FORMULE | TYPE_RESIDENCE | TYPE_HABITATION | NB_PIECES | SITUATION_JURIDIQUE | NIVEAU_JURIDIQUE | VALEUR_DES_BIENS | OBJETS_DE_VALEUR | ZONIER | NBSIN_TYPE1_AN1 | NBSIN_TYPE1_AN3 | NBSIN_TYPE2_AN1 | NBSIN_TYPE2_AN2 | NBSIN_TYPE2_AN3 | id | ANNEE | NB | COUT | PurePremium | Frequency | AvgClaimAmount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 124510 | 0.504109 | MEDIUM | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR2 | 3500.0 | NIVEAU_1 | B26 | 0 | 0 | 0 | 0.0 | 0 | 400332 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124511 | 0.082192 | CONFORT | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | C20 | 0 | 0 | 0 | 0.0 | 0 | 400335 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124512 | 0.093151 | CONFORT | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 9000.0 | NIVEAU_1 | B26 | 0 | 0 | 0 | NaN | 0 | 400336 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124513 | 1.000000 | ESSENTIEL | PRINCIPALE | APPARTEMENT | 3.0 | LOCATAIRE | JUR1 | 50000.0 | NIVEAU_1 | B17 | 0 | 0 | 0 | 0.0 | 0 | 400342 | 2017 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124514 | 0.671233 | ESSENTIEL | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | B32 | 0 | 0 | 0 | 0.0 | 0 | 400343 | 2016 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124515 | 1.000000 | CONFORT | PRINCIPALE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | C20 | 1 | 0 | 0 | 0.0 | 0 | 400345 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124516 | 1.000000 | MEDIUM | PRINCIPALE | MAISON | 2.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | A2 | 0 | 0 | 0 | 0.0 | 0 | 400348 | 2017 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124517 | 0.273973 | CONFORT | SECONDAIRE | MAISON | 1.0 | PROPRIO | JUR1 | 3500.0 | NIVEAU_1 | C16 | 0 | 0 | 0 | 0.0 | 0 | 400350 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124518 | 1.000000 | MEDIUM | PRINCIPALE | MAISON | 2.0 | LOCATAIRE | JUR1 | 3500.0 | NIVEAU_1 | C9 | 0 | 0 | 0 | 0.0 | 0 | 400356 | 2016 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124519 | 0.939726 | CONFORT | PRINCIPALE | MAISON | 2.0 | PROPRIO | JUR1 | 9000.0 | NIVEAU_1 | C5 | 0 | 0 | 0 | 0.0 | 0 | 400357 | 2018 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |